In summary, the TLSHigh state is achieved not only by immune cell enrichment but also by enhanced antigen presentation, T cell activation, and proinflammatory responses, which provides a basis for the improved prognosis of patients with BRAF mutant COAD. The gene discussed is BRAF; the disease is colon adenocarcinoma.